Grazian, Clara
- Accelerating Metropolis-Hastings algorithms by Delayed Acceptance
2015/03/03 by Banterle, Marco, Grazian, Clara, Lee, Anthony +1 · 3 citations
#Computation (stat.CO) #FOS: Computer and information sciences
- SciQAG: A Framework for Auto-Generated Science Question Answering Dataset with Fine-grained Evaluation
2024/05/16 by Yuwei Wan, Wan, Yuwei, Yixuan Liu +15 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- DARWIN Series: Domain Specific Large Language Models for Natural Science
2023/08/25 by Xie, Tong, Wan, Yuwei, Huang, Wei +9 · 3 citations
#Applied Physics (physics.app-ph) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
- Approximate Bayesian inference in semiparametric copula models
2015/03/10 by Grazian, Clara, Liseo, Brunero · 1 citation
#Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME)
- Modelling Preference Data with the Wallenius Distribution
2017/01/27 by Grazian, Clara, Leisen, Fabrizio, Liseo, Brunero · 1 citation
#Applications (stat.AP) #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
- A review of Approximate Bayesian Computation methods via density estimation: inference for simulator-models
2019/09/06 by Grazian, Clara, Fan, Yanan · 1 citation
#Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME)
- Approximating the Likelihood in Approximate Bayesian Computation
2018/03/18 by Christopher Drovandi, Clara Grazian, Drovandi, Christopher C +5 · 1 citation
Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Bayesian Methods and Mixture Models #Statistical Methods and Inference
- Spatio-temporal stick-breaking process
2023/03/30 by Clara Grazian, Grazian, Clara · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Diffusion and Search Dynamics #FOS: Mathematics #Statistical Methods and Bayesian Inference #Statistics Theory (math.ST)
- Large Language Models as Master Key: Unlocking the Secrets of Materials Science with GPT
2023/04/05 by Xie, Tong, Wan, Yuwei, Huang, Wei +8 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- DARWIN 1.5: Large Language Models as Materials Science Adapted Learners
2024/12/16 by Xie, Tong, Wan, Yuwei, Liu, Yixuan +8 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Scalable Expectation Propagation for Mixed-Effects Regression
2024/09/23 by Zhou, Jackson, Ormerod, John T., Grazian, Clara · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Accelerating Metropolis-Hastings algorithms: Delayed acceptance with prefetching
2014/06/10 by Marco Banterle, Banterle, Marco, Clara Grazian +3 · 1 citation
Mathematics · Physics and Astronomy · #Computation (stat.CO) #FOS: Computer and information sciences #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Stochastic processes and statistical mechanics #Theoretical and Computational Physics